Labatut, Patrick

1. DINOv2: Learning Robust Visual Features without Supervision
   2023/04/14 by Maxime Oquab, Oquab, Maxime, Timothée Darcet +50 · 5 voices · 1901 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
2. DINOv3
   2025/08/13 by Siméoni, Oriane, Vo, Huy V., Seitzer, Maximilian +23 · 241 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
   2025/06/11 by Adrien Bardes, Assran, Mido, Bardes, Adrien +54 · 135 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI
4. DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
   2024/12/20 by Cijo Jose, Jose, Cijo, Théo Moutakanni +25 · 26 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
5. Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
   2024/05/24 by Huy V. Vo, Vo, Huy V., Vasil Khalidov +23 · 1 voice · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
6. Code Translation with Compiler Representations
   2022/06/30 by Marc Szafraniec, Szafraniec, Marc, Baptiste Rozière +9 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
7. Disentangling the Factors of Convergence between Brains and Computer Vision Models
   2025/08/25 by Joséphine Raugel, Marc Szafraniec, Raugel, Joséphine +13 · 3 voices · 7 citations
   #cs.AI #q-bio.NC
8. Continuous Surface Embeddings
   2020/11/24 by Natalia Neverova, David Novotný, Neverova, Natalia +9 · 7 citations
   Computer Science · Engineering · #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
9. NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One\n Go
   2021/06/17 by Marvin Eisenberger, David Novotný, Eisenberger, Marvin +11 · 6 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Processing and 3D Reconstruction
10. Back to the Features: DINO as a Foundation for Video World Models
    2025/07/25 by Baldassarre, Federico, Szafraniec, Marc, Terver, Basile +6 · 25 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Low Bandwidth Video-Chat Compression using Deep Generative Models
    2020/12/01 by Oquab, Maxime, Stock, Pierre, Gafni, Oran +9 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to\n the Third Dimension
    2021/08/31 by Роман Шаповалов, Shapovalov, Roman, David Novotný +8 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #I.4.5 #Multimodal Machine Learning Applications
13. Accelerating Transformer Inference and Training with 2:4 Activation Sparsity
    2025/03/20 by Haziza, Daniel, Chou, Timothy, Choudhary, Dhruv +7 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG)
14. Unsupervised Learning of 3D Object Categories from Videos in the Wild
    2021/03/30 by Henzler, Philipp, Reizenstein, Jeremy, Labatut, Patrick +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Discovering Relationships between Object Categories via Universal Canonical Maps
    2021/06/17 by Natalia Neverova, Neverova, Natalia, Artsiom Sanakoyeu +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition